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Dan W. Joyce
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- affiliation: University of Liverpool, Department of Primary Care and Mental Health, United Kingdom
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2020 – today
- 2024
- [j8]Niall Taylor
, Andrey Kormilitzin
Model development for bespoke large language models for digital triage assistance in mental health care. Artif. Intell. Medicine 157: 102988 (2024) - [j7]Niall Taylor
Developing healthcare language model embedding spaces. Artif. Intell. Medicine 158: 103009 (2024) - [j6]Niall Taylor
Clinical Prompt Learning With Frozen Language Models. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16453-16463 (2024) - [c6]Micheal Abaho, Danushka Bollegala
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER. NAACL-HLT 2024: 5013-5029 - [i7]Isabelle Lorge, Dan W. Joyce, Niall Taylor, Alejo J. Nevado-Holgado, Andrea Cipriani, Andrey Kormilitzin:
Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models. CoRR abs/2402.07645 (2024) - [i6]Micheal Abaho, Danushka Bollegala
Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER. CoRR abs/2403.18025 (2024) - [i5]Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo J. Nevado-Holgado, Dan W. Joyce:
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care. CoRR abs/2403.19790 (2024) - [i4]Niall Taylor, Dan Schofield, Andrey Kormilitzin, Dan W. Joyce, Alejo J. Nevado-Holgado:
Developing Healthcare Language Model Embedding Spaces. CoRR abs/2403.19802 (2024) - [i3]Isabelle Lorge, Dan W. Joyce, Andrey Kormilitzin:
Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums. CoRR abs/2404.16461 (2024) - 2023
- [j5]Dan W. Joyce, Andrey Kormilitzin, Katharine A. Smith
Explainable artificial intelligence for mental health through transparency and interpretability for understandability. npj Digit. Medicine 6 (2023) - [j4]Farzana A. Mannan, Lilla A. Porffy, Dan W. Joyce, Sukhwinder S. Shergill, Oya Çeliktutan
Automatic Detection of Cognitive Impairment with Virtual Reality. Sensors 23(2): 1026 (2023) - [c5]Efthyvoulos Drousiotis
Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation. AIAI (1) 2023: 475-487 - 2022
- [i2]Niall Taylor, Yi Zhang, Dan W. Joyce, Alejo J. Nevado-Holgado, Andrey Kormilitzin:
Clinical Prompt Learning with Frozen Language Models. CoRR abs/2205.05535 (2022) - 2021
- [i1]Niall Taylor, Lei Sha, Dan W. Joyce, Thomas Lukasiewicz, Alejo J. Nevado-Holgado, Andrey Kormilitzin:
Rationale production to support clinical decision-making. CoRR abs/2111.07611 (2021)
2010 – 2019
- 2019
- [j3]Sukhwinder S. Shergill, Thomas P. White, Daniel W. Joyce, Paul M. Bays, Daniel M. Wolpert, Chris D. Frith
Corrigendum to "Modulation of somatosensory processing by action" [Elsevier, 70 (2013) 356-362]. NeuroImage 197: 827 (2019) - 2017
- [j2]Angie A. Kehagia, Rong Ye, Dan W. Joyce, Orla M. Doyle, James B. Rowe
Parsing the Roles of the Frontal Lobes and Basal Ganglia in Task Control Using Multivoxel Pattern Analysis. J. Cogn. Neurosci. 29(8): 1390-1401 (2017) - 2013
- [j1]Sukhwinder S. Shergill, Thomas P. White, Daniel W. Joyce, Paul M. Bays
Modulation of somatosensory processing by action. NeuroImage 70: 356-362 (2013)
2000 – 2009
- 2004
- [c4]Kenny R. Coventry, Angelo Cangelosi, Rohana K. Rajapakse, Alison Bacon, Stephen E. Newstead, Dan W. Joyce, Lynn V. Richards:
Spatial Prepositions and Vague Quantifiers: Implementing the Functional Geometric Framework. Spatial Cognition 2004: 98-110 - 2000
- [c3]Dan W. Joyce, Paul H. Lewis, Robert Tansley, Mark R. Dobie, Wendy Hall:
Semiotics and agents for integrating and navigating through multimedia representations of concepts. Storage and Retrieval for Media Databases 2000: 120-131
1990 – 1999
- 1999
- [c2]Joseph K. P. Kuan, Dan W. Joyce, Paul H. Lewis:
Texture content-based retrieval using text descriptions. Storage and Retrieval for Image and Video Databases (SPIE) 1999: 75-85 - 1998
- [c1]Joseph K. P. Kuan, Dan W. Joyce, Paul H. Lewis:
Flexible Features in Texture with Similarity. MVA 1998: 211-215
Coauthor Index
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